Data Health: Sparsity Refactor
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enhancement
good first issue
- Langage dominant
- Python
- Étoiles
- 850
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- 96
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Description
Currently, the sparsity score is calculated using a discrete count of values as a threshold. It might make more sense to refactor the SparsityDataCheck to use a relative threshold instead of a fixed count threshold.
```
SparsityDataCheck.sparsity_score(col, relative_count_threshold=0.10):
```
Here the new relative_count_threshold should be a percentage of the total length of the column.
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